Phase Transitions in Neural Networks
Abstract
Various simulat.ions of cort.ical subnetworks have evidenced something like phase transitions with respect to key parameters. We demonstrate that. such transi t.ions must. indeed exist. in analogous infinite array models. For related finite array models classical phase transi t.ions (which describe steady-state behavior) may not. exist., but. there can be distinct. quali tative changes in ("metastable") transient behavior as key system parameters pass through crit.ical values .
Cite
Text
Chover. "Phase Transitions in Neural Networks." Neural Information Processing Systems, 1987.Markdown
[Chover. "Phase Transitions in Neural Networks." Neural Information Processing Systems, 1987.](https://mlanthology.org/neurips/1987/chover1987neurips-phase/)BibTeX
@inproceedings{chover1987neurips-phase,
title = {{Phase Transitions in Neural Networks}},
author = {Chover, Joshua},
booktitle = {Neural Information Processing Systems},
year = {1987},
pages = {192-200},
url = {https://mlanthology.org/neurips/1987/chover1987neurips-phase/}
}